Triple

T15817518
Position Surface form Disambiguated ID Type / Status
Subject M242 Bushmaster E383516 entity
Predicate usedOnPlatform P5090 FINISHED
Object Royal Navy Type 23 frigate
The Royal Navy Type 23 frigate is a class of versatile, modern warships primarily designed for anti-submarine warfare but also equipped for general-purpose combat and global maritime operations.
E1178893 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Royal Navy Type 23 frigate | Statement: [M242 Bushmaster, usedOnPlatform, Royal Navy Type 23 frigate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Royal Navy Type 23 frigate
Context triple: [M242 Bushmaster, usedOnPlatform, Royal Navy Type 23 frigate]
  • A. HMS Glasgow (Type 26 frigate)
    HMS Glasgow (Type 26 frigate) is a Royal Navy City-class anti-submarine warfare frigate designed as one of the UK’s next-generation global combat ships.
  • B. Type 45 destroyers
    Type 45 destroyers are advanced British Royal Navy air-defence warships designed primarily to protect fleets from aerial and missile threats using sophisticated radar and missile systems.
  • C. HMS Cardiff (Type 26 frigate)
    HMS Cardiff (Type 26 frigate) is a next-generation Royal Navy anti-submarine warfare warship being built as part of the Global Combat Ship program to replace older Type 23 frigates.
  • D. Type 26 frigate
    The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
  • E. Trafalgar class
    The Trafalgar class is a series of British nuclear-powered fleet submarines that served as the Royal Navy’s primary attack submarines from the 1980s until their replacement by the Astute class.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Royal Navy Type 23 frigate
Triple: [M242 Bushmaster, usedOnPlatform, Royal Navy Type 23 frigate]
Generated description
The Royal Navy Type 23 frigate is a class of versatile, modern warships primarily designed for anti-submarine warfare but also equipped for general-purpose combat and global maritime operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Royal Navy Type 23 frigate
Target entity description: The Royal Navy Type 23 frigate is a class of versatile, modern warships primarily designed for anti-submarine warfare but also equipped for general-purpose combat and global maritime operations.
  • A. HMS Glasgow (Type 26 frigate)
    HMS Glasgow (Type 26 frigate) is a Royal Navy City-class anti-submarine warfare frigate designed as one of the UK’s next-generation global combat ships.
  • B. Type 45 destroyers
    Type 45 destroyers are advanced British Royal Navy air-defence warships designed primarily to protect fleets from aerial and missile threats using sophisticated radar and missile systems.
  • C. HMS Cardiff (Type 26 frigate)
    HMS Cardiff (Type 26 frigate) is a next-generation Royal Navy anti-submarine warfare warship being built as part of the Global Combat Ship program to replace older Type 23 frigates.
  • D. Type 26 frigate
    The Type 26 frigate is a class of advanced, multi-mission Royal Navy warships designed primarily for anti-submarine warfare and global combat operations.
  • E. Trafalgar class
    The Trafalgar class is a series of British nuclear-powered fleet submarines that served as the Royal Navy’s primary attack submarines from the 1980s until their replacement by the Astute class.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a4332c8190bc525e06d6f3a6b4 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff9997e0048190b0c00a5a0ff561c9 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9b2fe84c819086dd47c82bf3bd57 completed May 9, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b94e56c8190b5860bf3c6bf6f5f completed May 9, 2026, 8:39 p.m.
Created at: April 10, 2026, 4:49 a.m.